1 corresponding author: jessica l. reiner 2 national ... · 1 corresponding author: jessica l....
TRANSCRIPT
Corresponding author: Jessica L. Reiner 1
National Institute of Standards and Technology 2
331 Fort Johnson Rd. 3
Charleston, SC 29412 4
Phone: 843-725-4822 5
Fax: 843-762-8742 6
Email: [email protected] 7
https://ntrs.nasa.gov/search.jsp?R=20160005296 2018-06-22T06:08:34+00:00Z
Perfluorinated Alkyl Acids in plasma of American alligators (Alligator mississippiensis) 8
from Florida and South Carolina 9
Jacqueline T. Bangma†, John A. Bowden‡, Arnold M. Brunell§, Ian Christieǁ, Brendan 10
Finnell#, Matthew P. Guillette†, Martin Jones††, Russell H. Lowers‡‡, Thomas R. 11
Rainwater§§, Jessica L. Reiner‡, Philip M. Wilkinsonǁǁ, and Louis J. Guillette Jr.†## 12
†Medical University of South Carolina, Department of Obstetrics and Gynecology, 221 Fort 13
Johnson Road, Charleston, SC29412 USA 14
‡National Institute of Standards and Technology, Chemical Sciences Division, Hollings Marine 15
Laboratory, 331 Fort Johnson Road, Charleston, SC 29412 USA 16
§Florida Fish and Wildlife Conservation Commission, 601 W. Woodward Ave, Eustis, FL 17
32726, United States 18
ǁGrice Marine Laboratory, College of Charleston, 205 Fort Johnson Road, Charleston, SC 29412 19
USA 20
#Illinois Wesleyan University, 1312 Park Street, Bloomington, IL 61701 USA 21
††College of Charleston, Department of Mathematics, 66 George Street, Charleston, SC 29424 22
USA 23
‡‡Integrated Mission Support Service (IMSS), Titusville, FL USA 24
§§Baruch Institute of Coastal Ecology and Forest Science, Clemson University, P.O. Box 596, 25
Georgetown, South Carolina 29442, USA 26
ǁǁTom Yawkey Wildlife Center, 407 Meeting Street, Georgetown, South Carolina 29440, USA 27
##Author passed away August 6, 2015. 28
29
Abstract: 30
31
This study aimed to quantitate fourteen perfluoroalkyl acids (PFAAs) in 125 adult 32
American alligators at twelve sites across the southeastern US. Of those fourteen PFAAs, nine 33
were detected in 65 % - 100 % of the samples: PFOA, PFNA, PFDA, PFUnA, PFDoA, PFTriA, 34
PFTA, PFHxS, and PFOS. Males (across all sites) showed significantly higher concentrations of 35
four PFAAs: PFOS (p = 0.01), PFDA (p = 0.0003), PFUnA (p = 0.021), and PFTriA (p = 0.021). 36
Concentrations of PFOS, PFHxS, and PFDA in plasma were significantly different among the 37
sites in each sex. Alligators at Merritt Island National Wildlife Refuge and Kiawah Nature 38
Conservancy both exhibited some of the highest PFOS concentrations (medians 99.5 ng/g and 39
55.8 ng/g respectively) in plasma measured to date in a crocodilian species. A number of positive 40
correlations between PFAAs and snout-vent length (SVL) were observed in both sexes 41
suggesting PFAA body burdens increase with increasing size. In addition, several significant 42
correlations among PFAAs in alligator plasma may suggest conserved sources of PFAAs at each 43
site throughout the greater study area. This study is the first to report PFAAs in American 44
alligators, reveals potential PFAA hot spots in Florida and South Carolina, and provides and 45
additional contaminant of concern when assessing anthropogenic impacts on ecosystem health. 46
Keywords: PFOS PFHxS alligator crocodilians plasma 47
48
INTRODUCTION 49
Despite being manufactured for over 50 years [1], it wasn’t until 2000 that the class of 50
chemicals known as perfluoroalkyl acids (PFAAs) entered the scientific spotlight as a major 51
environmental contaminant of concern [2]. The two most commonly known PFAAs, 52
perfluorooctane sulfonate (PFOS) and perfluorooctanoic acid (PFOA), were first produced by 53
3M in 1948 [1] and 1947, respectively, the latter of which was subsequently purchased by 54
DuPont in 1951 [3]. A variety of new PFAAs have steadily been introduced to the market since 55
the introduction of these first PFAAs. Structurally, PFAAs can widely vary, but as a whole, they 56
typically consist of carbon chains of varying length (linear and branched isomers), an acid 57
functional group, and hydrogen atoms substituted with fluorine atoms [4]. The carbon–fluorine 58
bonds are the unique feature of PFAAs and provide chemical and thermal stability [5]. Two well-59
studied families of PFAAs are carboxylic acids and sulfonic acids [2, 6]. 60
The usage of PFAAs has become widespread since the introduction of these chemicals in 61
the 1940s, largely because they exhibit unique surfactant properties that make them attractive 62
components for many consumer-related products, such as non-stick pans, water repellant 63
surfaces, hair products, plastics, and lubricants [2], as well as firefighting products known as 64
aqueous film-forming foams (AFFF) [7]. Active manufacturing and use of certain PFAAs, like 65
PFOS and PFOA, have largely ceased owing to a voluntary phase-out by industry. Current 66
production of fluorinated chemicals includes shorter chained carboxylic and sulfonic acid 67
substitutes, like perfluorobutanesulfonic acid (PFBS) and perfluorobutyric acid (PFBA), 68
respectively [8]. In addition, precursor chemicals that have a non-fluorinated structural 69
component attached to a perfluorinated chain may be amenable to microbial or chemical 70
transformation and have the potential to degrade into perfluorinated carboxylic and sulfonic 71
acids over time [9]. 72
The same properties that make PFAAs commercially valuable (e.g. the highly stable 73
carbon fluorine bonds) also enable them to persist in the environment by resisting chemical, 74
microbial, and photolytic degradation. However, unlike the more lipophilic environmental 75
contaminants such as organochlorine pesticides (OCPs), polychlorinated biphenyls (PCBs) and 76
brominated flame retardants (PBDEs) that are sequestered in adipose tissue, PFAAs accumulate 77
in the blood and blood-rich organs, such as the liver [10, 11]. Conversely, like OCPs, PCBs, and 78
PBDEs, PFAAs have also been shown to bioaccumulate and biomagnify in food webs [6]. 79
Increasing PFAA chain length has been shown to correlate with an increasing ability to 80
bioaccumulate [12], and the greatest PFAA concentrations detected in wildlife have been in 81
species occupying high trophic positions [13]. Because PFAAs are bioaccumulative and often 82
observed in higher concentrations in fish-eating marine species [13], humans who consume more 83
fish in their diet may be at higher risk of PFAA exposure than those who consume less fish [14]. 84
Animal studies reveal a wide range of PFAA-related effects that include alterations in 85
liver physiology and serum cholesterol, as well as resulting hepatomegaly, wasting syndromes, 86
neurotoxicity, immunotoxicity [15-17]. In addition, PFAAs have also been mentioned as possible 87
obesogens due to their interaction with peroxisome proliferator activated receptors (PPAR) 88
receptors [18]. However, although species-specific variations in PFAA excretion rates have been 89
observed [2], the actual mechanism(s) of action of PFAA toxicity is not well understood. 90
Few reports exist on PFAA distribution and body burdens in North American wildlife, 91
and studies of PFAAs in wild reptiles and amphibians have been limited almost exclusively to 92
frogs and sea turtles [19]. Globally, only two studies have examined PFAAs in crocodilians [20, 93
21]. Because of their high trophic status, long life span, and high site fidelity, crocodilians are 94
attractive study species for ecotoxicological investigations, particularly those involving exposure 95
and accumulation of persistent environmental contaminants [23-25]. As such, studies examining 96
PFAAs in crocodilians can provide insight into exposure and potential effects in focal species as 97
well as identify potential hot spots of PFAA contamination. 98
In this study, we examined PFAA concentrations in plasma of wild American alligators 99
(Alligator mississippiensis) from 12 sites in Florida and South Carolina (Figure 1). Because 100
factors such as sex, body size, and location may influence PFAA concentrations in alligators, the 101
relationships between PFAA body burdens and these parameters were also examined. 102
MATERIALS AND METHODS 103
Study Area 104
American alligator plasma samples (n = 125) were collected between 2012 and 2015, as 105
part of multiple ongoing projects examining the biology and ecotoxicology of alligators in 106
Florida and South Carolina [22-24]. In South Carolina, alligator blood samples were collected 107
from the following sites (in order of North to South): Tom Yawkey Wildlife Center (YK, n = 108
10), Kiawah Island (KA, n =10), and Bear Island Wildlife Management Area (BI, n = 10) 109
(Figure 1, Table S1). In Florida, samples were collected from the following sites (in order from 110
North to South): Lochloosa Lake (LO, n = 10), Lake Woodruff (WO, n = 10), Lake Apopka (AP, 111
n = 10), Merritt Island National Wildlife Refuge (MI, n = 15), St. John River (JR, n = 10), Lake 112
Kissimmee (KS, n = 10), Lake Trafford (TR, n =10), Everglades Water Conservation Area 2A 113
(2A, n = 10), and Everglades Water Conservation Area 3A (3A, n = 10) (Figure 1, Table S1). 114
Sample collection 115
Immediately following capture, a blood sample was collected from the post-occipital 116
sinus of the spinal vein of each animal using a sterile needle and syringe [22-24]. Whole blood 117
samples were then transferred to 8 mL lithium-heparin Vacutainer blood collection tubes (BD, 118
Franklin Lakes, NJ), stored on ice in the field, and later centrifuged at 2500 rpm at 4 C for 10 119
min to obtain plasma, which was stored at -80 °C until analysis. Snout-vent length (SVL) was 120
measured for each animal, and sex was determined by cloacal examination of the genitalia [25]. 121
The National Institute of Standards and Technology (NIST) Standard Reference 122
Materials (SRM) 1958 Organic Contaminants in Fortified Human Serum was used as a control 123
material during PFAA analysis. The freeze-dried human serum SRM 1958 was reconstituted 124
with deioinized water according to the instructions on the Certificates of Analysis 125
(www.nist.gov/srm/) and analyzed alongside collected alligator plasma. 126
Chemicals 127
Calibration solutions were created by combining two solutions produced by the NIST 128
Reference Materials (RMs) 8446 Perfluorinated Carboxylic Acids and Perfluorooctane 129
Sulfonamide in Methanol and RM 8447 Perfluorinated Sulfonic Acids in Methanol. Together, 130
the solution contained 15 PFAAs as follows: PFBA, perfluoropentanoic acid (PFPeA), 131
perfluorohexanoic acid (PFHxA), perfluoroheptanoic acid (PFHpA), PFOA, perfluorononanoic 132
acid (PFNA), perfluorodecanoic acid (PFDA), perfluoroundecanoic acid (PFUnA), 133
perfluorododecanoic acid (PFDoA), perfluorotridecanoic acid (PFTriA), perfluorotetradecanoic 134
acid (PFTA), PFBS, perfluorohexanesulfonic acid (PFHxS), PFOS, and 135
perfluorooctanesulfonamide (PFOSA). 136
Internal standards (IS) were purchased from Cambridge Isotope Laboratories (Andover, 137
MA), RTI International (Research Triangle Park, NC), and Wellington Laboratories (Guelph, 138
Ontario) to create an internal standard (IS) mixture comprised of eleven isotopically labeled 139
PFAAs, and they were as follows: [13C4]PFBA, [13C2]PFHxA, [13C8]PFOA, [13C9]PFNA, 140
[13C9]PFDA, [13C2]PFUnA, [13C2]PFDoA, [18O2]PFBS, [18O2]PFHxS, [13C4]PFOS, and 141
[18O2]PFOSA. 142
Sample preparation 143
Samples were extracted using a method previously described in 2011 by Reiner et al. 144
[26]. Approximately 1 mL of each alligator plasma sample and SRM 1958 aliquots were thawed 145
and gravimetrically weighed. All samples were then spiked with the IS mixture (approximately 146
600 µL) and gravimetrically weighed. After brief vortex-mixing and 90 min of equilibration, 4 147
mL of acetonitrile were used to extract the PFAAs from each sample. After sonication and 148
centrifugation, the supernatant was removed from all samples. The collected supernatant was 149
then solvent exchanged to methanol and further purified using an Envi-carb cartridge (Supelco, 150
Bellefonte, PA). Resulting extracts were evaporated to 1 mL using nitrogen gas prior to being 151
analyzed by liquid chromatography-tandem mass spectrometry (LC-MS/MS). 152
Samples were analyzed using an Agilent 1100 HPLC system (HPLC; Santa Clara, CA) 153
coupled to an Applied Biosystems API 4000 triple quadrupole mass spectrometer (Applied 154
Biosystems, Foster City, CA) with electrospray ionization in negative mode. Samples were 155
examined by LC using an Agilent Zorbax Eclipse Plus C18 analytical column (2.1 mm x 150 156
mm x 5µm). A ramping LC solvent gradient was employed using methanol and de-ionized water 157
both containing 20 mmol/L ammonium acetate [26]. Two multiple reaction monitoring (MRM) 158
transitions for each PFAA were monitored to ensure no interferences with measurements, one 159
MRM was employed for quantitation and the other one was used for confirmation [26]. 160
Quality control 161
All alligator plasma samples were processed alongside quality control material NIST 162
SRM 1958 and blanks to determine the accuracy and precision of the method. The PFAA levels 163
of SRM 1958 processed during our extraction had to agree with previously established values 164
reported on the Certificate of Analysis (CoA). In addition, compounds were considered to be 165
above the reporting limit (RL) if the mass of an analyte in the sample was greater than the mean 166
plus three standard deviations of all blanks. 167
Statistical Methods 168
All statistical analyses were performed using IBM SPSS statistic 22 (Armonk, NY: IBM 169
Corp.). Statistical tests were performed for the compounds detected in greater than 75 % of the 170
samples: PFNA, PFDA, PFUnA, PFDoA, PFTriA, PFTA, PFHxS, and PFOS. Unlike many 171
environmental studies where PFOA is the second highest burden PFAA measured, PFOA was 172
detected at much lower concentrations than many of the above PFAAs and was detected in only 173
65 % of the samples. With a full one third of PFOA measurements falling below the limit of 174
detection (LOD), PFOA was excluded from statistical analysis along with the remaining 175
chemicals (PFHpA, PFHxA, PFPeA, PFBS, and PFBA) that were detected in less than 2% of the 176
samples. For those PFAAs included in statistical analysis, compounds less than the LOD were 177
set equal to half the LOD prior to running the statistical tests [27]. 178
Sex-based differences of PFAAs in Florida and South Carolina were investigated using 179
univariate analysis of variance with log normally distributed concentration values, and a 180
Friedman’s test was used for the PFAAs with non-normally distributed concentration values. Site 181
was set as the nuisance factor, sex as the treatment, and PFAA burden as the dependent variable. 182
These tests simulated a randomized block design for the collected data. Other parametric tests 183
employed for data analysis of sex-based differences, on a site by site basis and analysis of site 184
differences for PFAA levels, included a t-test and one-way ANOVA when data were normal or 185
log-normal and Friedman rank test, Mann-Whitney U test and Kruskal Wallis test when data 186
remained non-normal following log transformation. Pearson correlation and Spearman 187
correlation were used when applicable for correlative measures. 188
RESULTS AND DISCUSSION 189
In this study, we collected a total of 125 plasma samples from alligators at multiple sites 190
in Florida and South Carolina to examine PFAA concentrations in animals from different 191
localities. Of the 15 PFAAs included in our analysis, all samples contained at least six. The 192
following five PFAAs were detected in every plasma sample analyzed (in order of highest 193
overall burden to lowest overall burden, among all sites): PFOS (median 11.2 ng/g, range 1.36–194
452 ng/g), PFUnA (median 1.58 ng/g, range 0.314–18.4 ng/g), PFDA (median 1.20 ng/g, range 195
0.169–15.1 ng/g), PFNA (median 0.528 ng/g, range 0.155–1.40 ng/g), and PFHxS (median 0.288 196
ng/g, range 0.057–23.3 ng/g) (Table 1 and Table S2). PFDoA, PFTriA, PFTA, and PFOA were 197
also detected frequently in alligator plasma samples (over 96 %, 94 %, 75 %, and 65 %, 198
respectively): PFDoA (median 0.363 ng/g, range <0.009–7.27 ng/g), PFTriA (median 0.416 199
ng/g, range <0.026–2.60 ng/g), PFTA (median 0.050 ng/g, range <0.008–1.38 ng/g), and PFOA 200
(median 0.064 ng/g, range <0.008–0.412 ng/g) (Table 1 and Table S2). The nine PFAAs 201
commonly measured over the LOD resulted in unique fingerprints for each site (Figure S1), 202
which are discussed below. The shorter chain PFAAs (PFHpA, PFHxA, PFPeA, PFBS, and 203
PFBA) were detected infrequently (< 2 % of the samples) and therefore were not included in any 204
statistical analysis. 205
Sex differences 206
Across all sites, male alligators exhibited significantly higher concentrations of several 207
PFAAs in plasma compared to females as a group: PFOS (p = 0.01, Figure 2), PFDA (p = 208
0.0003, Figure S2), PFUnA (p = 0.021, Figure S2), and PFTriA (p = 0.021, Figure S2). 209
However, at some sites, PFAA concentrations were significantly higher in females (e.g., PFOS 210
at AP, PFUnA at KA). 211
In a population of captive Chinese alligators (Alligator sinensis), Wang et al. [21] found 212
the highest PFAA concentrations in serum to be that of PFUnA rather than PFOS, the PFAA 213
with the highest concentrations in our study. However, similar to our study, male Chinese 214
alligators contained significantly higher concentrations of PFOS and PFUnA compared to 215
females. Wang et al. [22] did not find a sex-based difference for PFDA in Chinese alligators. It is 216
possible that sex-based differences observed for certain PFAAs in alligators is due to a 217
differential clearance of these contaminants between males and females, as has been observed in 218
rats [28], mice [29], and other mammals [30]. It is also possible females may offload PFAAs 219
during oviposition, reducing their PFAA body burden compared to males at the same locality. 220
This possibility is supported by studies reporting measurable concentrations of PFAAs in eggs 221
of herring gulls (Larus argentatus) [31] and Nile crocodiles (Crocodylus niloticus) [20], 222
confirming maternal transfer of PFAAs in oviparous species. Sex-specific differences in PFAA 223
concentrations may also be the result of differential habitat use by adult males and females, a 224
phenomenon common among crocodilians [32-35]. In such cases, differences are prey 225
availability and contamination between and among habitats within a site could result in different 226
PFAA exposures in males and females. 227
Because no sex-specific differences in PFOA, PFNA, PFHxS, PFDoA, and PFTA 228
concentrations were observed among sampling localities in this study, sex-based differences 229
were examined on a site-by-site basis (Table S3). Overall, only a few sites exhibited sex-based 230
differences for these 5 PFAAs (Figure S3). At LO, male alligators had significantly higher PFNA 231
(p = 0.016), PFTA (p = 0.032), and PFDoA (p = 0.032) plasma concentrations compared to 232
females, and at MI males had significantly higher PFOA (p = 0.047) plasma concentrations than 233
females. Interestingly, PFHxS was the only PFAA (of the five investigated on a site by site basis) 234
for which females exhibited significantly higher plasma concentrations (YK, p = 0.008, TR, p = 235
0.008) when compared to males (Figure S3). It is important to note our examination of sex-based 236
differences in PFAA concentrations may have been influenced by small samples sizes, as in 237
almost all cases only five males and five females were sampled per site. 238
Site differences 239
Because sex-based differences in PFAA concentrations were observed among alligator 240
plasma samples, site differences were determined separately for males and females. Of the nine 241
detected PFAAs, all of them displayed at least some minor site differences. The PFAAs that 242
displayed the most notable site differences (the most number of statistically significant groups 243
between the 12 sites) were PFOS, PFDA, and PFHxS. Of those three, PFOS exhibited the 244
greatest statistical difference across sites (Figure 3). This is likely due to the fact that PFOS is 245
generally the most ubiquitous PFAA in the environment. When combining both sexes, 246
concentrations of PFOS in alligator plasma ranged from 1.36 ng/g - 452 ng/g. For male 247
alligators only, concentrations of PFOS in plasma ranged from 1.57 ng/g to 452 ng/g. PFOS 248
concentrations were highest at MI (median 106 ng/g) and KA (median 56.4 ng/g). MI males 249
exhibited significantly higher PFOS concentrations compared to all other sites with the exception 250
of KA. In addition, the individual alligator with the highest overall 251
PFOS concentration measured in this study (452 ng/g plasma) was from MI. After MI, 252
males from South Carolina (KA, YK, and BI) exhibited higher PFOS concentrations than Florida 253
males, with the exception of WO. Some of the lowest PFOS concentrations observed in males in 254
this study were measured at sites 2A, 3A, LO, and JR. 255
For female alligators, PFOS concentrations in plasma ranged from 1.36 ng/g - 206 ng/g. 256
Similar to males, females at sites MI (median 85.5 ng/g) and KA (median 51.3 ng/g) exhibited 257
significantly higher PFOS concentrations compared to the other sites examined, and the 258
individual female with highest PFOS concentration was from MI (206 ng/g plasma). After MI 259
and KA, females from the two other South Carolina sites (YK and BI) exhibited higher PFOS 260
concentrations than males from Florida, with the exception of WO and AP. Some of the lowest 261
PFOS concentrations observed in females in this study were measured at sites 2A, 3A, LO, JR, 262
and TR. 263
The concentrations of PFHxS detected in alligator plasma in this study exhibited a similar 264
trend to PFOS across sites, but on a reduced scale (Table S4). Male and female PFHxS plasma 265
concentrations ranged from 0.0566 ng/g – 23.3 ng/g throughout the sampling sites the entire 266
southeast. For males, PFHxS plasma concentrations ranged from 0.057 ng/g – 23.3 ng/g. Males 267
from MI (median 3.95 ng/g) had significantly higher PFHxS concentrations than any other site 268
examined, and the individual male with highest PFHxS concentration was from site MI (23.3 269
ng/g). Males from KA and KS followed closely, but were still statistically grouped with other 270
sites (AP, WO, and BI). The lowest PFHxS concentrations in males were typically measured at 271
sites 2A, 3A, LO, and TR. For female alligators, PFHxS concentrations in plasma ranged from 272
0.069 ng/g – 10.0 ng/g. Like males, MI females exhibited significantly higher PFHxS 273
concentrations than all other sites. Females at KA and KS had the next highest concentrations but 274
were still statistically grouped with other sites (AP, WO, and YK). The lowest PFHxS 275
concentrations in females were typically observed at sites 2A, 3A, and LO. 276
PFDA had a unique signature across the sampling sites, one that varied from the patterns 277
observed for plasma PFOS and PFHxS concentrations (Table S4). PFDA plasma concentrations 278
ranged from 0.169 ng/g - 15.1 ng/g for all sites examined. For male alligators, PFDA 279
concentrations ranged from 0.498 ng/g – 15.1 ng/g. KA males had significantly higher PFDA 280
concentrations overall (median 6.21 ng/g) compared to all sites, with the exception of YK 281
(median 6.20 ng/g). YK males exhibited the next highest PFDA concentrations, but these were 282
not significantly different from those detected in WO males (median 2.02 ng/g). Males at many 283
of the remaining sites had similarly low concentrations of PFDA. Overall, LO males (median 284
0.792 ng/g) had some of the lowest PFDA concentrations of all the sampling sites. For female 285
alligators, PFDA plasma concentrations ranged from 1.69 ng/g – 14.3 ng/g. The two sites with 286
the highest (statistically significant) PFDA concentrations in females were also in South 287
Carolina: KA (median 6.32 ng/g) and YK (median 5.55 ng/g). PFDA concentrations at BI 288
(median 1.18 ng/g) and WO (median1.84) followed closely behind, but were not significantly 289
different from the other sites sampled. Like males, LO females (median 0.501 ng/g) had some of 290
the lowest PFDA concentrations across all sites. 291
Overall, male and female alligators from both MI and KA exhibited some of the highest 292
PFOS concentrations measured to date in a crocodilian species (median PFOS concentrations in 293
plasma: MI males = 106 ng/g, MI females = 85.5 ng/g. KA males = 56.4 ng/g, KA females = 294
51.3 ng/g). In comparison, the mean PFOS concentration in serum from captive Chinese 295
Alligators was 28.7 ng/mL (28.0 ng/g) [21]. In other reptiles, Kemp’s ridley sea turtles 296
(Lepidochelys kempii) and loggerhead sea turtles (Caretta caretta) along the coast of South 297
Carolina, Georgia, and Florida exhibited median PFOS plasma concentrations of 41900 pg/ml 298
(40.9 ng/g) and 5450 pg/ml (53.2 ng/g), respectively [27]. The high concentrations of PFOS and 299
PFHxS detected in male and female alligators at MI may be related to the aeronautic facilities 300
located in and around MI that comprise up a large part of Florida’s Kenndey Space Center. The 301
use of AFFF is not uncommon at Kennedy Space Center, and may contribute to PFAAs in the 302
surrounding environment. Historically, AFFF have been shown to contain PFAAs, such as PFOS 303
and PFHxS, as well as a number of other propriety PFAA mixtures [7] and can be resistant to 304
remediation [9]. PFAAs have been measured in firefighters [36], wildlife [6], and downstream of 305
their use [37]. Potential sources of PFOS and PFHxS at KA are more speculative. In addition, it 306
should be noted with the exclusion of MI, alligators from the South Carolina sites (BI, YK, and 307
KA) had some of the highest PFOS concentrations compared to the Florida sites. In Florida, WO 308
exhibited mid to high concentrations of PFOS, PFHxS, and PFDA compared to other sampled 309
sites. For many years, WO has been used as a reference site for multiple studies on alligator 310
ecotoxicology due to its relatively low concentrations of organochlorine contaminants, such as 311
DDT, its metabolites, and other OCPs [38]. The results of the present study obviously indicate 312
WO would not be a suitable reference site for future studies involving PFAAs. In contrast to 313
WO, sites 2A and 3A, which are located in the Everglades, exhibited some of the lowest 314
concentrations of PFOS and PFHxS measured in Florida. Interestingly, while PFAA 315
concentrations appear to be relatively low, adult alligators at these sites have been reported to 316
contain some of the highest mercury concentrations in Florida and throughout the range of the 317
species [24, 39, 40]. 318
Correlations 319
For all alligators included in the study, SVL was uniform across sites for males and 320
nearly uniform across sites for females (Figure S4). Thus, data from all sites were combined 321
within each sex to investigate relationships between PFAA burden and alligator SVL. 322
Correlations comparing both male SVL to PFAAs and female SVL to PFAAs resulted in a 323
number of significant positive correlations (Table 2). Overall, females exhibited higher 324
correlation coefficients between PFAA concentration and SVL when compared to the males. The 325
highest correlation coefficients for females were with PFTriA, which explained 57.0 % of the 326
variation, followed closely by PFOS, which explained 55.1 % of the variation. In contrast, the 327
highest correlation coefficients for male SVL and PFAA concentration was PFUnA, which 328
explained 35.5 % of the variation, followed closely by PFOS, which explained 33.1 % of the 329
variation. Collectively, these data suggest concentrations of some PFAAs in adult American 330
alligators increase with increasing body size in both males and females. Conversely, Wang et al. 331
[21] found that PFAA (PFUnA, PFDA, and PFNA) concentration decreased with increasing 332
body size (total length). These observed differences between American and Chinese alligators 333
may be the result of interspecific differences in food consumption, growth rates, and body size 334
[41] as well as in toxicodynamics and toxicokinetics of PFAAs. In addition, differences in diet 335
and numerous environmental variables between wild (this study) and captive [22] alligators may 336
influence growth and body burdens of PFAAs. Finally, differences in sample types (plasma vs 337
serum) between the two studies may have had some effect on PFAA-body size relationships. 338
With all sites combined for each sex, significant correlations were observed between 339
different PFAAs measured in plasma, suggesting somewhat similar sources of PFAA 340
contamination across the sampling localities. The varying levels of PFAA contamination from 341
site to site are likely due to varying distances from these potential PFAA sources. Some 342
correlative relationships between the PFAAs were stronger than others (Table 3). Of all the 343
PFAAs, correlations between PFUnA and PFDoA for male (p < 0.01, r = 0.920) and female (p < 344
0.01, r = 0.938) alligators across the sites were the most highly significant relationships observed 345
in this study. 346
CONCLUSIONS 347
This study is the first to quantitate PFAA concentrations in American alligators and one 348
of the few studies to quantitate PFAAs in crocodilians [20, 21]. All alligator samples (n = 125) 349
contained at least six quantifiable PFAAs: PFOS (median 11.2 ng/g, range 1.36–452 ng/g), 350
PFUnA (median 1.58 ng/g, range 0.314–18.4 ng/g), PFDA (median 1.20 ng/g, range 0.169–15.1 351
ng/g), PFNA (median 0.528 ng/g, range 0.155–1.40 ng/g), and PFHxS (median 0.288 ng/g, range 352
0.057–23.3 ng/g). Our findings support sex-based differences in PFOS and PFUnA 353
concentrations previously observed in captive Chinese alligators [21], while demonstrating 354
opposite relationships between PFAA concentration and body size exist for American (wild) and 355
Chinese (captive) alligators A high number of significant PFAA to PFAA correlations suggest 356
common point sources throughout the samplimg sites in Florida and South Carolina. This study 357
also reveals potential hot spots for various PFAAs (e.g., PFOS at KA and MI) that warrant 358
further investigation. and provides another contaminant of concern to be combined with 359
organochlorines, metals, and others when assessing overall anthropogenic impacts on ecosystem 360
health. 361
Acknowledgments -This project was completed as part of the 2014 Fort Johnson 362
Research Experience for Undergraduates (REU) program, operated by the College of Charleston, 363
and supported by the U.S. National Science Foundation under Award Number DBI-1359079, 364
and as part of the 2015 Summer Undergraduate Research Program, operated by the Medical 365
University of South Carolina and supported by the Marine Biomedicine and Environmental 366
Sciences (MBES) Director’s Fund. Finally, we would like to thank our collaborators: South 367
Carolina Department of Natural Resources, Tom Yawkey Wildlife Center, Florida Fish and 368
Wildlife Conservation Commission, Kiawah Nature Conservancy, and Integrated Mission 369
Support Service, Titusville, FL for assistance and support during this project. This work would 370
not have been possible without the passion, guidance, and support of Dr. Louis J. Guillette Jr.. 371
His mentorship and friendship will be greatly missed. 372
Disclaimer - Certain commercial equipment or instruments are identified in the paper to 373
specify adequately the experimental procedures. Such identification does not imply 374
recommendations or endorsement by the NIST nor does it imply that the equipment or 375
instruments are the best available for the purpose. 376
REFERENCES 377
[1] Renner R. 2006. The long and the short of perfluorinated replacements. Environ Sci 378
Technol 40:12-13. 379
[2] Betts KS. 2007. Perfluoroalkyl acids-What is the evidence telling us? US Dept Health 380
Human Sciences Public Health Science National Institute of Helath, Environmental Helath 381
Sciences, PO BOX 12233, Research Triangle Park, NC 27709-2233 USA. 382
[3] Paustenbach DJ, Panko JM, Scott PK, Unice KM. 2006. A methodology for estimating 383
human exposure to perfluorooctanoic acid (PFOA): a retrospective exposure assessment of a 384
community (1951–2003). J Toxicol Env Heal A 70:28-57. 385
[4] Buck RC, Franklin J, Berger U, Conder JM, Cousins IT, de Voogt P, Jensen AA, Kannan 386
K, Mabury SA, van Leeuwen SPJ. 2011. Perfluoroalkyl and polyfluoroalkyl substances in the 387
environment: Terminology, classification, and origins. Integr Enviro Assess Manage 7:513-541. 388
[5] Moody CA, Field JA. 2000. Perfluorinated Surfactants and the Environmental 389
Implications of Their Use in Fire-Fighting Foams. Environ Sci Technol 34:3864-3870. 390
[6] Houde M, De Silva AO, Muir DCG, Letcher RJ. 2011. Monitoring of Perfluorinated 391
Compounds in Aquatic Biota: An Updated Review. Environ Sci Technol 45:7962-7973. 392
[7] Place BJ, Field JA. 2012. Identification of Novel Fluorochemicals in Aqueous Film-393
Forming Foams Used by the US Military. Environ Sci Technol 46:7120-7127. 394
[8] Ritter SK. 2015. The Shrinking Case For Fluorochemicals. Chem Eng News 93:27-29. 395
[9] Houtz EF, Higgins CP, Field JA, Sedlak DL. 2013. Persistence of Perfluoroalkyl Acid 396
Precursors in AFFF-Impacted Groundwater and Soil. Environ Sci Technol 47:8187-8195. 397
[10] Heuvel JPV, Kuslikis BI, Van Rafelghem MJ, Peterson RE. 1991. Tissue distribution, 398
metabolism, and elimination of perfluorooctanoic acid in male and female rats. J Biochem 399
Toxicol 6:83-92. 400
[11] Ishibashi H, Iwata H, Kim E-Y, Tao L, Kannan K, Amano M, Miyazaki N, Tanabe S, 401
Batoev VB, Petrov EA. 2008. Contamination and effects of perfluorochemicals in baikal seal 402
(Pusa sibirica). 1. Residue level, tissue distribution, and temporal trend. Environ Sci & Technol 403
42:2295-2301. 404
[12] Rotander A, Kärrman A, van Bavel B, Polder A, Rigét F, Auðunsson GA, Víkingsson G, 405
Gabrielsen GW, Bloch D, Dam M. 2012. Increasing levels of long-chain perfluorocarboxylic 406
acids (PFCAs) in Arctic and North Atlantic marine mammals, 1984–2009. Chemosphere 86:278-407
285. 408
[13] Giesy JP, Kannan K. 2001. Global distribution of perfluorooctane sulfonate in wildlife. 409
Environ Sci Technol 35:1339-1342. 410
[14] Christensen KY, Thompson BA, Werner M, Malecki K, Imm P, Anderson HA. 2015. 411
Levels of persistent contaminants in relation to fish consumption among older male anglers in 412
Wisconsin. Int J Hyg Envir Heal 219:184-194. 413
[15] DeWitt JC, Peden-Adams MM, Keller JM, Germolec DR. 2012. Immunotoxicity of 414
perfluorinated compounds: recent developments. Toxicol Pathol 40:300-311. 415
[16] Anderson M, Butenhoff J, Chang S-C, Farrar D, Kennedy G, Lau C, Olsen G, Seed J, 416
Wallace K. 2008. Perfluoralkyl Acidss and Related Chemistries-Toxicokinetics and Modes of 417
Action Andersen. Toxicol Sci 102:3-14. 418
[17] Stahl T, Mattern D, Brunn H. 2011. Toxicology of perfluorinated compounds. Environ 419
Sci Eur 23:38-90. 420
[18] Grün F, Blumberg B. 2009. Minireview: The Case for Obesogens. Mol Endocrinol 421
23:1127-1134. 422
[19] Reiner JL, Place BJ. 2015. Perfluorinated Alkyl Acids in Wildlife. Toxicological Effects 423
of Perfluoroalkyl and Polyfluoroalkyl Substances. Springer, pp 127-150. 424
[20] Bouwman H, Booyens P, Govender D, Pienaar D, Polder A. 2014. Chlorinated, 425
brominated, and fluorinated organic pollutants in Nile crocodile eggs from the Kruger National 426
Park, South Africa. Ecotox Environ Safe 104:393-402. 427
[21] Wang J, Zhang Y, Zhang F, Yeung LW, Taniyasu S, Yamazaki E, Wang R, Lam PK, 428
Yamashita N, Dai J. 2013. Age-and gender-related accumulation of perfluoroalkyl substances in 429
captive Chinese alligators (Alligator sinensis). Environ Pollut 179:61-67. 430
[22] Hamlin HJ, Lowers RH, Guillette LJ. 2011. Seasonal androgen cycles in adult male 431
American alligators (Alligator mississippiensis) from a barrier island population. Biol Reprod 432
85:1108-1113. 433
[23] Parrott BB, Bowden JA, Kohno S, Cloy-McCoy JA, Hale MD, Bangma JT, Rainwater 434
TR, Wilkinson PM, Kucklick JR, Guillette LJ. 2014. Influence of tissue, age, and environmental 435
quality on DNA methylation in Alligator mississippiensis. Reproduction 147:503-513. 436
[24] Nilsen FM, Parrott BB, Bowden JA, Kassim BL, Somerville SE, Bryan TA, Bryan CE, 437
Lange TR, Delaney JP, Brunell AM. 2016. Global DNA methylation loss associated with 438
mercury contamination and aging in the American alligator (Alligator mississippiensis). Sci Total 439
Environ 545:389-397. 440
[25] Allsteadt J, Lang JW. 1995. Sexual Dimorphism in the Genital Morphology of Young 441
American Alligators, Alligator mississippiensis. Herpetologica 51:314-325. 442
[26] Reiner JL, Phinney KW, Keller JM. 2011. Determination of perfluorinated compounds in 443
human plasma and serum Standard Reference Materials using independent analytical methods. 444
Anal Bioanal Chem 401:2899-2907. 445
[27] Keller JM, Kannan K, Taniyasu S, Yamashita N, Day RD, Arendt MD, Segars AL, 446
Kucklick JR. 2005. Perfluorinated Compounds in the Plasma of Loggerhead and Kemp's Ridley 447
Sea Turtles from the Southeastern Coast of the United States. Environ Sci Technol 39:9101-448
9108. 449
[28] Kudo N, Suzuki E, Katakura M, Ohmori K, Noshiro R, Kawashima Y. 2001. Comparison 450
of the elimination between perfluorinated fatty acids with different carbon chain length in rats. 451
Chem Biol Interact 134:203-216. 452
[29] Gannon SA, Johnson T, Nabb DL, Serex TL, Buck RC, Loveless SE. 2011. Absorption, 453
distribution, metabolism, and excretion of [1-14C]-perfluorohexanoate ([14C]-PFHx) in rats and 454
mice. Toxicology 283:55-62. 455
[30] Han X, Nabb DL, Russell MH, Kennedy GL, Rickard RW. 2012. Renal Elimination of 456
Perfluorocarboxylates (PFCAs). Chem Res Toxicol 25:35-46. 457
[31] Gebbink WA, Letcher RJ. 2010. Linear and Branched Perfluorooctane Sulfonate Isomer 458
Patterns in Herring Gull Eggs from Colonial Sites Across the Laurentian Great Lakes. Environ 459
Sci Technol 44:3739-3745. 460
[32] Joanen T, McNease L. 1970. A telemetric study of nesting female alligators on 461
Rockefeller Refuge, Louisiana. Proc Ann Conf SE Assoc Game and Fish Comm, pp 175-193. 462
[33] Joanen T, McNease L. 1972. A telemetric study of adult male alligators on Rockefeller 463
Refuge, Louisiana. Proc 1st Nat Wild Turkey Symposium Memphis, pp 55. 464
[34] Hutton J. 1989. Movements, home range, dispersal and the separation of size classes in 465
Nile crocodiles. Amer Zool 29:1033-1049. 466
[35] Tucker A, McCallum H, Limpus C. 1997. Habitat use by Crocodylus johnstoni in the 467
Lynd River, Queensland. J Herpetol 31:114-121. 468
[36] Laitinen JA, Koponen J, Koikkalainen J, Kiviranta H. 2014. Firefighters’ exposure to 469
perfluoroalkyl acids and 2-butoxyethanol present in firefighting foams. Toxicol Lett 231:227-470
232. 471
[37] de Solla SR, De Silva AO, Letcher RJ. 2012. Highly elevated levels of perfluorooctane 472
sulfonate and other perfluorinated acids found in biota and surface water downstream of an 473
international airport, Hamilton, Ontario, Canada. Environ Int 39:19-26. 474
[38] Guillette Jr LJ, Gross TS, Masson GR, Matter JM, Percival HF, Woodward AR. 1994. 475
Developmental abnormalities of the gonad and abnormal sex hormone concentrations in juvenile 476
alligators from contaminated and control lakes in Florida. Environ Health Persp 102:680. 477
[39] Heaton-Jones TG, Homer BL, Heaton-Jones D, Sundlof SF. 1997. Mercury distribution 478
in American alligators (Alligator mississippiensis) in Florida. J Zoo Wildl Med:62-70. 479
[40] Chumchal MM, Rainwater TR, Osborn SC, Roberts AP, Abel MT, Cobb GP, Smith PN, 480
Bailey FC. 2011. Mercury speciation and biomagnification in the food web of Caddo Lake, 481
Texas and Louisiana, USA, a subtropical freshwater ecosystem. Environ Toxicol Chem 30:1153-482
1162. 483
[41] Herbert J, Coulson T, Coulson R. 2002. Growth rates of Chinese and American alligators. 484
Comp Biochem Physiol A Mol Integr Physiol 131:909-916. 485
486 487
FIGURE LEGENDS 488 489
Figure 1. Map showing the twelve sites from which American alligators (Alligator 490
mississippiensis) were sampled in this study (n = 125) during the years 2012 – 2015. 491
Collection sites are listed in decreasing latitude. 492
493
Figure 2. Mean (±SD) PFOS concentrations (log; ng/g) in male and female American alligators 494
(Alligator mississippiensis) sampled at multiple sites in Florida and South Carolina. 495
Samples are listed from left to right in decreasing latitude. Refer to figure 1 for site 496
abbreviations. 497
498
Figure 3. Mean (±SD) PFOS concentrations (log; ng/g) in (A) male and (B) female American 499
alligator (Alligator mississippiensis) plasma from multiple sites in Florida and South 500
Carolina. Letters above bars represent statistically significant differences between groups 501
(p < 0.05).Samples are listed from left to right in decreasing latitude. Refer to figure 1 for 502
site abbreviations.503
Table 1. Alligator perfluoroalkyl acid (PFAA) plasma concentrations (ng/g wet mass) at 12 sites from Florida and South Carolina:
Perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), perfluorodecanoic acid (PFDA), perfluoroundecanoic acid (PFUnA),
perfluorododecanoic acid (PFDoA), perfluorotridecanoic acid (PFTriA), perfluorotetradecanoic acid (PFTA), perfluorohexanesulfonic
acid (PFHxS), and perfluorooctane sulfonate (PFOS).
Range Median n > RLa
Range Median n > RLa
Range Median n > RLa
Range Median n > RLa
Range Median n > RLa
Range Median n > RLa
PFOA <0.096b-0.152 0.126 7 <0.008
b-0.193 < 0.100 3 0.028-0.298 0.126 10 <0.008
b-0.142 0.104 9 <0.008
b-0.132 0.071 9 <0.096
b-0.412 0.155 7
PFNA 0.251-1.40 0.648 10 0.155-1.14 0.472 10 0.446-1.38 1.19 10 0.275-1.18 0.642 10 0.328-1.19 0.676 10 0.298-1.10 0.611 15
PFDA 0.169-2.44 1.12 10 0.998-3.21 1.57 10 3.72-13.6 6.26 10 0.417-3.15 1.26 10 0.238-1.00 0.615 10 0.395-3.50 1.02 15
PFUnA 0.614-3.39 1.65 10 1.05-5.02 2.32 10 1.87-7.53 3.93 10 0.314-2.47 1.03 10 0.580-1.56 1.03 10 0.844-5.45 1.82 15
PFDoA <0.157b-0.831 0.315 9 0.231-1.88 0.559 10 1.32-7.27 3.05 10 <0.009
b-0.382 0.147 9 0.105-0.309 0.182 10 <0.543
b-1.07 0.418 14
PFTriA 0.189-1.00 0.450 10 <0.070b-1.83 0.674 9 0.420-2.60 0.919 10 0.122-0.677 0.251 10 0.181-0.580 0.309 10 <0.026
b-1.42 0.654 14
PFTA <0.080b-0.194 0.049 7 <0.081
b-0.733 0.095 7 0.198-1.38 0.476 10 <0.009
b-0.104 0.025 9 <0.008
b-0.060 0.018 7 <0.080
b-0.257 0.076 6
PFHxS 0.166-0.449 0.332 10 0.077-0.824 0.304 10 0.313-1.86 0.620 10 0.338-1.50 0.505 10 0.069-0.201 0.093 10 0.684-23.3 3.83 15
PFOS 1.98-15.8 11.4 10 10.0-44.9 19.5 10 38.4-98.2 55.8 10 6.51-25.1 12.2 10 2.19-6.16 4.21 10 38.6-452 99.5 15
Range Median n > RLa
Range Median n > RLa
Range Median n > RLa
Range Median n > RLa
Range Median n > RLa
Range Median n > RLa
PFOA 0.010-0.160 0.080 10 0.021-0.117 0.091 10 <0.008b-0.077 0.036 2 <0.008
b-0.042 0.033 6 <0.097
b-0.184 0.062 5 <0.008
b-0.193 0.050 4
PFNA 0.250-1.04 0.471 10 0.239-0.936 0.484 10 0.189-0.382 0.234 10 0.172-0.388 0.301 10 0.282-1.34 0.578 10 0.272-1.32 0.620 10
PFDA 0.492-1.72 1.17 10 0.275-2.05 0.885 10 0.641-2.26 0.900 10 0.406-1.46 0.912 10 0.350-5.06 2.01 10 2.27-15.1 5.88 10
PFUnA 0.655-2.20 1.28 10 0.463-2.19 0.953 10 0.958-3.15 1.43 10 0.719-2.48 1.45 10 0.633-3.33 1.43 10 1.89-18.4 6.25 10
PFDoA 0.156-0.591 0.362 10 0.073-0.737 0.210 10 0.277-0.949 0.392 10 0.172-0.631 0.371 10 <0.166b-0.810 0.317 9 0.362-3.45 1.01 10
PFTriA 0.173-0.739 0.267 10 0.111-0.528 0.304 10 0.232-0.702 0.370 10 0.162-0.594 0.280 10 <0.070b-0.854 0.259 8 <0.070
b-1.85 0.646 8
PFTA <0.008b-0.131 0.022 8 <0.008
b-0.096 0.039 9 0.031-0.188 0.109 10 0.011-0.148 0.042 10 <0.008
b-0.146 0.029 4 <0.082
b-0.774 0.241 7
PFHxS 0.100-0.308 0.166 10 0.071-0.320 0.119 10 0.080-0.172 0.112 10 0.057-0.303 0.105 10 0.130-0.623 0.445 10 0.099-0.566 0.353 10
PFOS 3.41-10.2 7.13 10 4.21-14.3 7.82 10 1.36-6.23 2.65 10 1.57-4.71 3.81 10 5.89-41.2 16.0 10 4.50-57.0 20.2 10
Lake Apopka (AP)
n = 10
Bear Island (BI)
n = 10
Kiawah Island (KA)
n = 10
Lake Kissimmee (KS)
n = 10
Lochloosa Lake (LO)
n = 10
Merrit Island (MI)
n = 15
St. Johns River (JR) Lake Trafford (TR) WCA-2A (2A) WCA-3A (3A) Lake Woodruff (WO) Yawkey (YK)
n = 10 n = 10 n = 10 n = 10 n = 10 n = 10
an > RL indicates the number of samples above the reporting limit (RL) bValues were calculated with half the RL substituted for nondetects as described in the methods section, but values shown as “<” a
specified number describe the actual RL
NA = Not applicable
Table 2. Correlations between plasma PFAA concentrations and snout-vent length (SVL) for American alligators (Alligator
mississippiensis) sampled in Florida and South Carolina (nmale = 65, nfemale = 60). Refer to table 1 for PFAA abbreviations. Values
were calculated using log normal concentrations. Bold indicates significant correlation coefficients.
SVL PFOA PFNA PFDA PFUnA PFDoA PFTA PFTriA PFHxS PFOS
Male 0.072 0.252a 0.206 0.355b 0.279a 0.209 0.273a 0.273a 0.331b
Female 0.133 0.261a 0.443b 0.489b 0.469b 0.468b 0.570b 0.412b 0.551b a Correlation is significant at the 0.05 level (2-tailed). b Correlation is significant at the 0.01 level (2-tailed).
Table 3. Correlations between concentrations of various PFAAs in plasma of American alligators (Alligator mississippiensis) sampled
in Florida and South Carolina (nmale = 65, nfemale = 60). Refer to table 1 for PFAA abbreviations. Values were calculated using log
normal concentrations. Bold indicates significant correlation coefficients.
Male PFOA PFNA PFDA PFUnA PFDoA PFTriA PFTA PFHxS PFOS
PFOA - 0.615b 0.226 0.092 0.036 0.152 0.181 0.260 0.386
b
PFNA - 0.550b
0.322a
0.144 0.313a
0.273b
0.339b
0.541b
PFDA - 0.840b
0.743b
0.439b
0.654b
0.307a
0.550b
PFUnA - 0.920b
0.783b
0.826b
0.445b
0.654b
PFDoA - 0.751b
0.846b
0.316a
0.528b
PFTriA - 0.770b
0.395b
0.489b
PFTA - 0.238 0.399b
PFHxS - 0.827b
PFOS -
Female PFOA PFNA PFDA PFUnA PFDoA PFTriA PFTA PFHxS PFOS
PFOA - 0.648b
0.332a
0.186 0.098 0.064 -0.003 0.441b
0.440b
PFNA - 0.585b
0.444b
0.365b
0.339b
0.196 0.387b
0.538b
PFDA - 0.890b
0.827b
0.529b
0.560b
0.337b
0.595b
PFUnA - 0.938b
0.684b
0.578b
0.331a
0.691b
PFDoA - 0.763b
0.708b
0.226 0.635b
PFTriA - 0.713b
0.190 0.598b
PFTA - 0.130 0.454b
PFHxS - 0.654b
PFOS - a Correlation is significant at the 0.05 level (2-tailed). b Correlation is significant at the 0.01 level (2-tailed).
Figure 1.
Figure 2.
Figure 3.
A
B
SUPPLEMENTAL INFORMATION
Table S1. American alligator plasma sampling site descriptions
Sampling Location Abbreviation State Coastal vs Inland ⁰N ⁰W Year(s) n
Tom Yawkey Wildlife Center YK SC Costal 33.107 79.132 2014 10
Kiawah Island KA SC Coastal 32.363 80.045 2015 10
Bear Island Wildlife Management Area BI SC Coastal 32.364 80.264 2014 10
Lochloosa Lake LO FL Inland 29.496 82.152 2012 10
Lake Woodruff WO FL Inland 29.107 81.404 2014 10
Lake Apopka AP FL Inland 28.614 81.634 2014 10
Merritt Island National Wildlife Refuge MI FL Coastal 28.523 80.682 2011-2014 15
St. Johns River JR FL Inland 28.196 80.820 2012 10
Lake Kissimmee KS FL Inland 27.905 81.222 2012 10
Lake Trafford TR FL Inland 26.436 81.499 2012 10
Water Conservation Area 2A 2A FL Inland 26.319 80.523 2012 10
Water Conservation Area 3A 3A FL Inland 26.215 80.689 2012 10
Table S2. PFAA concentrations (ng/g) in American alligator (Alligator mississippiensis) plasma
from multiple sites in Florida and South Carolina. Values shown as “<” a specified number
describe the actual reporting limit. SVL = snout-vent lengthRefer to table 1 and figure 1 for
chemical and site abbreviations, respectively. NA = Not available. Collection Site Sex SVL (cm) PFOA PFNA PFDA PFUnA PFDoA PFTriA PFTA PFHxS PFOS
YK F 111.0 <0.099 0.398 4.13 5.72 0.552 <0.070 <0.082 0.356 10.4
YK F 120.0 <0.103 0.439 2.27 3.57 0.525 <0.080 <0.086 0.566 4.50
YK F 131.0 <0.100 0.894 14.3 18.4 2.24 1.04 0.329 0.547 31.6
YK F 135.0 <0.099 0.735 5.55 8.41 1.06 0.624 <0.082 0.510 12.8
YK F 144.8 <0.099 0.272 9.63 12.6 1.79 1.37 0.406 0.470 57.0
YK M 106.7 0.193 1.17 6.20 5.03 0.962 0.668 0.148 0.131 24.6
YK M 165.1 0.014 1.24 7.62 6.77 1.57 1.15 0.241 0.288 50.8
YK M 170.2 0.131 1.32 15.1 11.9 3.45 1.85 0.774 0.351 55.2
YK M 171.5 <0.008 0.286 2.89 2.93 0.672 0.485 0.118 0.099 15.9
YK M NA 0.008 0.506 2.61 1.89 0.362 0.345 0.076 0.107 7.57
KA F 109.2 0.028 0.952 6.59 6.11 6.98 2.60 1.38 0.313 57.2
KA F 119.4 0.105 1.27 6.39 4.05 3.02 0.821 0.432 0.351 38.4
KA F 123.8 0.055 1.14 4.03 3.41 2.91 1.65 0.606 0.374 51.3
KA F 137.4 0.242 1.36 3.72 1.87 1.32 0.420 0.284 1.23 46.9
KA F 141.0 0.129 1.37 6.32 4.06 3.09 1.16 0.689 1.86 98.2
KA M 91.0 0.069 0.446 5.12 3.26 2.51 0.671 0.401 0.499 56.4
KA M 112.4 0.298 0.824 6.52 3.98 3.85 0.857 0.657 1.52 65.0
KA M 132.0 0.218 1.38 13.6 7.53 7.27 1.04 0.198 0.825 74.5
KA M 143.0 0.209 1.02 6.13 3.89 3.26 0.980 0.520 0.742 55.2
KA M 168.0 0.124 1.24 6.21 3.54 1.91 0.550 0.243 0.451 48.1
BI F 108.0 <0.213 0.690 1.18 2.46 0.454 0.674 <0.177 0.824 17.2
BI F 109.0 0.193 1.14 2.01 2.05 0.470 0.414 0.101 0.220 16.1
BI F 134.0 <0.098 0.359 0.998 2.17 0.522 1.02 <0.082 0.411 18.2
BI F 136.6 <0.008 0.155 1.75 2.05 0.653 1.01 0.246 0.101 22.0
BI F 162.2 <0.008 0.462 1.18 1.06 0.259 0.352 0.083 0.077 10.0
BI M 118.0 0.105 0.556 1.20 1.05 0.231 0.244 0.039 0.142 12.2
BI M 128.0 0.089 0.781 3.21 3.22 0.832 0.839 0.202 0.148 24.0
BI M 128.0 <0.097 0.483 2.37 3.74 0.596 <0.070 <0.081 0.388 20.8
BI M 157.6 <0.099 0.371 1.39 2.76 0.795 0.428 0.193 0.440 22.5
BI M 168.0 <0.100 0.339 2.38 5.02 1.88 1.83 0.733 0.510 44.9
AP F 103.8 0.128 0.911 2.03 3.14 0.831 1.00 0.194 0.177 15.8
AP F 111.0 0.143 1.40 2.44 3.39 0.564 0.547 0.050 0.373 13.3
AP F 114.5 <0.096 0.251 0.169 0.614 <0.157 0.189 <0.080 0.379 1.98
AP F 130.5 0.121 1.01 1.15 1.61 0.299 0.441 0.055 0.291 13.2
AP F 144.0 0.152 0.492 0.839 1.25 0.260 0.390 0.047 0.166 9.93
AP M 122.9 <0.098 0.471 0.691 1.68 0.360 0.615 <0.082 0.449 7.26
AP M 136.0 <0.098 0.296 0.520 1.10 0.207 0.464 <0.082 0.388 6.31
AP M 146.0 0.124 0.512 1.09 1.74 0.300 0.416 0.044 0.256 8.14
AP M 162.0 0.140 0.784 1.90 2.38 0.528 0.559 0.091 0.190 12.9
AP M 185.0 0.147 1.08 1.90 1.36 0.330 0.317 0.052 0.435 15.1
LO F 76.0 0.079 0.577 0.543 0.848 0.114 0.213 <0.009 0.069 2.43
LO F 76.1 <0.008 0.328 0.238 0.580 0.105 0.181 <0.008 0.093 2.19
LO F 94.0 0.095 0.720 0.596 0.930 0.120 0.250 <0.008 0.092 2.96
LO F 105.5 0.010 0.561 0.501 1.03 0.218 0.312 0.012 0.104 4.98
LO F 144.0 0.008 0.416 0.425 0.858 0.158 0.352 0.033 0.079 3.02
LO M 95.8 0.132 0.956 0.708 1.04 0.161 0.284 0.019 0.078 4.18
LO M 108.8 0.064 0.891 0.634 1.10 0.202 0.306 0.017 0.105 4.24
LO M 128.4 0.125 1.19 0.996 1.56 0.277 0.471 0.052 0.121 5.18
LO M 159.0 0.073 0.632 0.825 1.33 0.273 0.580 0.060 0.093 4.63
LO M 186.0 0.069 1.15 0.792 1.49 0.309 0.487 0.060 0.201 6.16
WO F 99.0 0.105 0.799 2.16 1.49 0.342 0.192 <0.009 0.234 12.1
WO F 102.0 <0.101 0.282 0.350 0.633 <0.166 0.102 <0.084 0.457 5.89
WO F 103.5 0.074 1.08 3.06 1.98 0.386 0.373 0.049 0.138 19.8
WO F 106.4 <0.101 0.313 0.717 1.20 0.218 <0.070 <0.084 0.471 6.04
WO F 113.0 0.184 1.05 1.84 1.24 0.291 0.272 0.037 0.433 13.5
WO M 58.5 <0.100 0.505 2.03 2.01 0.386 0.854 <0.083 0.530 22.0
WO M 135.0 <0.097 0.482 1.38 1.14 0.224 <0.070 <0.080 0.546 15.8
WO M 157.3 0.152 1.34 5.06 3.33 0.810 0.697 0.146 0.388 41.2
WO M 170.0 <0.096 0.603 2.22 2.34 0.465 0.315 <0.080 0.623 33.7
WO M 171.0 0.087 0.554 1.99 1.36 0.265 0.246 0.020 0.130 16.2
Table S2. (continued) Collection Site Sex SVL (cm) PFOA PFNA PFDA PFUnA PFDoA PFTriA PFTA PFHxS PFOS
MI F 121.0 <0.098 0.410 0.753 1.39 0.203 0.915 <0.082 1.72 43.0
MI F 123.0 <0.096 0.298 0.395 0.844 0.190 0.961 <0.080 3.01 178
MI F 129.0 <0.096 0.611 1.02 1.87 0.276 0.608 <0.080 2.32 62.0
MI F NA 0.115 1.10 2.08 1.92 0.717 0.413 0.152 10.0 206
MI F NA 0.037 0.577 0.816 1.02 0.191 0.197 0.036 3.98 85.5
MI M 135.0 <0.332 0.895 1.66 2.88 <0.543 <0.026 <0.275 2.56 99.5
MI M 135.0 0.235 0.590 0.938 2.64 0.393 0.948 <0.088 1.46 43.2
MI M 136.0 <0.096 0.528 1.20 2.83 0.400 0.674 <0.080 1.50 38.6
MI M 143.0 <0.097 0.855 3.49 5.45 1.07 0.684 0.257 7.33 452
MI M 144.0 <0.098 1.10 1.80 3.31 0.607 0.564 0.098 3.83 118
MI M 152.0 0.306 0.653 0.507 1.04 0.209 1.05 <0.081 4.07 52.6
MI M 154.0 0.144 0.483 0.944 1.38 0.275 0.635 <0.082 4.87 113
MI M 154.0 0.412 0.740 1.33 1.69 0.445 1.42 0.219 4.20 115
MI M 163.0 0.199 0.798 1.40 1.82 0.440 0.474 0.165 23.3 172
MI M 181.0 <0.133 0.347 0.725 1.75 0.435 0.425 <0.110 0.684 38.8
JR F 86.0 0.160 1.04 1.72 2.20 0.432 0.205 <0.008 0.124 9.31
JR F 88.0 0.017 0.369 0.492 0.655 0.156 0.173 0.013 0.308 3.41
JR F 96.0 0.019 0.368 1.20 1.03 0.226 0.203 0.017 0.221 9.23
JR F 126.0 0.083 0.447 0.843 0.903 0.234 0.232 0.023 0.165 4.88
JR F 135.6 0.010 0.494 0.870 1.31 0.591 0.739 0.131 0.219 7.33
JR M 117.5 0.109 0.692 1.14 1.25 0.271 0.321 0.045 0.177 5.25
JR M 126.0 0.082 0.356 1.23 1.31 0.399 0.406 0.081 0.105 7.82
JR M 137.0 0.011 0.603 1.45 1.87 0.441 0.359 0.021 0.166 6.92
JR M 146.0 0.079 0.540 1.51 1.63 0.438 0.447 0.081 0.108 10.2
JR M 168.2 0.082 0.250 0.740 0.994 0.326 0.227 <0.008 0.100 5.76
KS F 90.0 0.113 0.860 1.17 0.841 0.148 0.252 0.028 0.476 7.88
KS F 90.4 0.105 0.275 0.417 0.314 <0.009 0.122 <0.009 1.50 6.51
KS F 106.2 0.115 1.18 2.08 1.73 0.346 0.455 0.085 1.17 13.1
KS F 115.1 0.102 0.542 1.12 0.909 0.114 0.229 0.017 0.719 11.2
KS F 124.0 0.125 0.591 1.32 1.08 0.138 0.229 0.015 0.612 11.3
KS M 96.0 0.079 0.693 0.866 0.760 0.131 0.225 0.022 0.338 7.48
KS M 109.2 0.017 0.463 1.19 0.990 0.147 0.250 0.019 0.493 13.3
KS M 142.5 0.093 0.507 1.53 1.34 0.165 0.295 0.038 0.485 13.3
KS M 160.0 <0.008 0.928 3.15 2.47 0.382 0.677 0.104 0.486 25.1
KS M 167.0 0.142 0.836 2.28 1.72 0.301 0.485 0.079 0.517 20.3
TR F 50.6 0.117 0.555 0.640 0.694 0.148 0.159 0.013 0.176 7.41
TR F 70.5 0.021 0.239 0.275 0.463 0.112 0.111 <0.008 0.127 4.21
TR F 86.9 0.094 0.284 0.424 0.533 0.073 0.169 0.014 0.123 5.30
TR F 93.0 0.067 0.438 0.488 0.619 0.125 0.152 0.018 0.320 5.61
TR F 105.0 0.066 0.458 1.46 2.15 0.737 0.509 0.096 0.123 14.3
TR M 99.0 0.099 0.510 1.13 1.15 0.257 0.331 0.036 0.112 13.4
TR M 109.0 0.087 0.392 0.617 0.753 0.162 0.278 0.035 0.088 5.96
TR M 134.0 0.099 0.803 1.44 1.44 0.296 0.435 0.086 0.091 8.25
TR M 139.9 0.097 0.646 1.66 1.56 0.342 0.440 0.074 0.071 8.23
TR M 142.0 0.022 0.936 2.05 2.19 0.522 0.528 0.055 0.116 10.9
2A F 62.0 <0.008 0.251 0.887 1.29 0.281 0.232 0.056 0.121 3.74
2A F 88.0 0.077 0.237 0.708 1.09 0.409 0.398 0.140 0.080 2.34
2A F 91.4 <0.072 0.189 0.913 1.57 0.489 0.537 0.158 0.172 2.79
2A F 91.8 <0.008 0.207 0.755 1.18 0.374 0.297 0.053 0.101 2.15
2A F 105.0 <0.072 0.216 0.641 0.958 0.277 0.342 0.087 0.085 1.36
2A M 47.5 <0.008 0.362 1.05 1.58 0.324 0.253 0.031 0.120 5.68
2A M 88.0 0.019 0.247 0.733 1.15 0.371 0.308 0.045 0.105 2.51
2A M 130.2 <0.071 0.218 1.10 1.77 0.575 0.574 0.182 0.088 2.37
2A M 132.0 <0.071 0.231 1.25 2.32 0.655 0.655 0.188 0.144 4.79
2A M 140.5 <0.008 0.382 2.26 3.15 0.949 0.702 0.130 0.168 6.23
3A F 78.2 0.031 0.388 1.08 1.80 0.386 0.250 0.011 0.182 4.33
3A F 81.1 <0.008 0.203 0.406 0.881 0.211 0.165 0.015 0.077 2.03
3A F 82.0 0.027 0.361 0.740 1.23 0.300 0.272 0.044 0.127 2.78
3A F 94.3 0.011 0.336 0.858 1.47 0.349 0.428 0.077 0.303 4.52
3A F 99.5 <0.071 0.172 1.08 1.43 0.410 0.288 0.072 0.082 3.98
3A M 94.0 0.040 0.309 0.878 1.15 0.363 0.231 0.033 0.112 3.75
3A M 102.1 <0.008 0.199 0.498 0.719 0.172 0.162 0.018 0.057 1.57
3A M 115.7 0.042 0.286 1.11 1.52 0.378 0.370 0.041 0.060 2.41
3A M 142.0 <0.072 0.293 0.947 1.92 0.599 0.534 0.140 0.106 3.87
3A M 157.0 0.016 0.385 1.46 2.48 0.631 0.594 0.148 0.105 4.71
Table S3. Sex-based differences by site investigated on a site by site basis for PFOA, PFNA,
PFDoA, PFTA, and PFHxS concentrations (log; ng/g) in plasma from American alligators
(Alligator mississippiensis) sampled at multiple sites in Florida and South Carolina Bold
indicates significant correlation coefficients. Refer to table 1 and figure 1 for chemical and site
abbreviations, respectively.
Site PFOA PFNA PFDoA PFTA PFHxS
YK 0.597 0.267 0.917 0.354 0.009b
KA 0.251 0.228 0.602 0.208 0.465
BI 0.675 0.888 0.175 0.584 0.602
LO 0.175 0.008b
0.028a
0.016a
0.175
WO 0.341 0.866 0.251 0.259 0.347
AP 0.753 0.652 0.917 0.625 0.175
MI 0.047a
0.365 0.111 0.637 0.903
JR 0.753 0.752 0.347 0.583 0.076
KS 0.117 0.810 0.251 0.222 0.076
TR 0.463 0.050a
0.117 0.141 0.009b
2A 0.142 0.091 0.175 0.97 0.465
3A 0.465 0.853 0.465 0.402 0.175 a Correlation is significant at the 0.05 level (2-tailed). b Correlation is significant at the 0.01 level (2-tailed).
Table S4. Site differences in PFDA and PFHxS concentrations (ng/g) in plasma of male and
female American alligators (Alligator mississippiensis) sampled at multiple sites in Florida and
South Carolina. Refer to figure 1 for site abbreviations.
Male
Site n
YK 5 C D A B C D E
KA 5 D E F
BI 5 A B B C D E F
LO 5 A A B C
WO 5 B C D E F
AP 5 A B C D E F
MI 10 A B G
JR 5 A B A B C D
KS 5 A B F
TR 5 A B A B
2A 5 A B A B C D
3A 5 A B A
PFDA PFHxS
Female
Site n
YK 5 D C D E
KA 5 D E
BI 5 C A B C D
LO 5 A A
WO 5 C B C D E
AP 5 B C A B C D E
MI 5 A B C F
JR 5 B C A B C D
KS 5 B C E
TR 5 A A B C D
2A 5 A B C A B
3A 5 A B C A B
PFDA PFHxS
Different letters represent statistically significant differences between groups (p < 0.05).
Figure S1. Site PFAA fingerprint for (A) male and (B) female American alligators (Alligator
mississippiensis) sampled in Florida and South Carolina.. Refer to table 1 and figure 1 for
chemical and site abbreviations, respectively.
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
YK KA BI LO WO AP MI JR KS TR 2A 3A
PFOS
PFHxS
PFTA
PFTriA
PFDoA
PFUnA
PFDA
PFNA
PFOA
A
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
YK KA BI LO WO AP MI JR KS TR 2A 3A
PFOS
PFHxS
PFTA
PFTriA
PFDoA
PFUnA
PFDA
PFNA
PFOA
B
Figure S2. Mean (±SD) concentrations (ng/g) of (A) PFDA (p = 0.0003), (B) PFUnA (p =
0.021), and (C) PFTriA (p = 0.021) in plasma of American alligators (Alligator mississippiensis)
sampled at multiple sites in Forida and South Carolina.Refer to figure 1 site abbreviations.
0
2
4
6
8
10
12
14
YK KA BI LO WO AP MI JR KS TR 2A 3A
ng/g
pla
sma
Male
Female
A
0
2
4
6
8
10
12
14
16
YK KA BI LO WO AP MI JR KS TR 2A 3A
ng
/g p
lasm
a
B
0
0.5
1
1.5
2
2.5
YK KA BI LO WO AP MI JR KS TR 2A 3A
ng
/g p
lasm
a
C
Figure S3. Signifcant (p < 0.05) site- and sex-based differences in mean (±SD) concentrations of
PFNA, PFTA, PFHxS, PFTA, and PFDoA in plasma of American alligators (Alligator
mississippiensis) sampled at multiple sites in Florida and South Carolina: (A) Lochloosa Lake
(LO) had three PFAAs that showed sex-based differences: PFNA (p = 0.016), PFTA (p = 0.032),
and PFDoA (p = 0.032), (B) the Merritt Island National Wildlife Refuge (MI) site showed sex-
based difference in PFOA burden (p = 0.047), and (C) Lake Trafford (TR) showed sex-based
differnces for PFHxS (p= 0.008), (D) Yawkey (YK) also showed sex-based differences for
PFHxS (p = 0.008), and (E) Lake Trafford (TR) showed sex based-differences in PFNA (p =
0.050). Median and interquartile ranges (error bars) represented in (A) – (E). Refer to table 1 and
figure 1 for chemical and site abbreviations, respectively.
0
0.2
0.4
0.6
0.8
1
1.2
1.4
PFNA PFTA PFDoA
ng/g
pla
sma
Male
Female
A
*
*
*
0
0.05
0.1
0.15
0.2
0.25
ng/g
pla
sma
PFOA
B *
0
0.02
0.04
0.06
0.08
0.1
0.12
0.14
0.16
0.18
0.2
ng/g
pla
sma
PFHxS
C *
0
0.1
0.2
0.3
0.4
0.5
0.6
ng/g
pla
sma
PFHxS
D *
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
ng/g
pla
sma
PFNA
*E
Figure S4. Snout-vent length (SVL) of (A) male and (B) female American alligators (Alligator
mississippiensis) sampled at multiple sites in Florida and South Carolina during this study. Refer
to figure 1 for site abbreviations.
Different letters represent statistically significant differences between groups (p < 0.05).